Essentials of Metaheuristics (Second Edition)
暫譯: 元啟發式演算法精要（第二版）

Sean Luke

Essentials of Metaheuristics (Second Edition)
  • 出版商: Lulu.com
  • 出版日期: 2012-12-20
  • 售價: $1,190
  • 貴賓價: 9.5 折 $1,131
  • 語言: 英文
  • 頁數: 242
  • 裝訂: Paperback
  • ISBN: 1300549629
  • ISBN-13: 9781300549628

    • 海外代購書籍(需單獨結帳)

商品描述

Interested in the Genetic Algorithm? Simulated Annealing? Ant Colony Optimization? Essentials of Metaheuristics covers these and other metaheuristics algorithms, and is intended for undergraduate students, programmers, and non-experts. The book covers a wide range of algorithms, representations, selection and modification operators, and related topics, and includes 71 figures and 135 algorithms great and small. Algorithms include: Gradient Ascent techniques, Hill-Climbing variants, Simulated Annealing, Tabu Search variants, Iterated Local Search, Evolution Strategies, the Genetic Algorithm, the Steady-State Genetic Algorithm, Differential Evolution, Particle Swarm Optimization, Genetic Programming variants, One- and Two-Population Competitive Coevolution, N-Population Cooperative Coevolution, Implicit Fitness Sharing, Deterministic Crowding, Nsga-Ii, Spea2, Grasp, Ant Colony Optimization variants, Guided Local Search, Lem, Pbil, Umda, cGa, Boa, Samuel, Zcs, Xcs, and Xcsf.

商品描述(中文翻譯)

對遺傳演算法感興趣嗎？模擬退火？螞蟻群優化？《元啟發式演算法精要》涵蓋了這些及其他元啟發式演算法，適合本科生、程式設計師和非專家閱讀。這本書涵蓋了廣泛的演算法、表示法、選擇和修改運算子以及相關主題，並包含71幅圖形和135個大小不一的演算法。演算法包括：梯度上升技術、爬山演算法變體、模擬退火、禁忌搜尋變體、迭代局部搜尋、演化策略、遺傳演算法、穩態遺傳演算法、差分演化、粒子群優化、遺傳程式設計變體、單一及雙人口競爭共同演化、多人口合作共同演化、隱式適應度共享、確定性擁擠、Nsga-II、Spea2、Grasp、螞蟻群優化變體、引導局部搜尋、Lem、Pbil、Umda、cGa、Boa、Samuel、Zcs、Xcs和Xcsf。

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